Exploring advancements in natural language processing
Bareera Jabeen
Data Analyst
Morningside
Summary
I am a passionate data enthusiastic with over three years of experience, specializing in data visualization and machine learning. I thrive on turning complex data into clear, actionable insights using tools like Power BI, SQL, and advanced ML models. After a career break due to personal commitments, including relocation for marriage, I am now actively pursuing opportunities in data science and analytics to contribute my expertise and drive impactful outcomes.
Overview
4
4
years of professional experience
6
6
years of post-secondary education
6
6
Certifications
Work History
Career Preparation
Professional Development
08.2024 - Current
- Focused on enhancing technical and analytical skills through hands-on practice and independent learning.
- Kept up to date with advancements in data science, machine learning, and AI technologies, with a special interest in natural language processing and data visualization.
- Actively sought opportunities to re-enter the workforce by networking, applying for roles, and engaging with professional communities to stay connected with industry trends.
Career Break
02.2024 - 07.2024
- I took a planned career break to focus on personal commitments related to relocation and settling into married life
- Completed relevant certifications
- Maintained engagement with industry developments through networking and reading
Data Analyst - Model Development
Synchrony, Https://www.synchrony.com
02.2023 - 01.2024
- Company Overview: This position entailed serving as a Data Analyst at an American bank, with a primary focus on creating interactive dashboards and developing machine learning models to aid business for making data-driven decisions
- Built a model to predict which customers are most likely to upgrade to a higher-tier product, the model helped significantly in reducing the efforts of targeting the population during campaigns and resulted in additional sales opportunity of $24M
- Build a chatbot which used Langchain, ChromaDB and Llama 2 7B GGML model to build a locally running chatbot to showcase the benefits of RAG Chatbots to the senior management
- Resulted in reduction in review time while searching the information from SOPs
- Implemented attrition analysis model for a telecommunication company, reducing attrition rates by upto 8% through customer segmentation based on their service usage patterns
- Conducted an analysis to identify cross-sell opportunities across portfolios, creating mutually beneficial outcomes for both clients
- Identified data anomalies by uncovering discrepancies in the data. Communicated findings to senior management, leading to corrective measures and improved data integrity
- Created interactive dashboards, delivering actionable insights that improved decision-making across the organization
Data Analyst
Skillslash Pvt. Ltd, Https://skillslash.com
03.2021 - 01.2023
- Company Overview: Understanding business needs, collecting the data, preprocessing the data, performing exploratory data analysis, providing meaningful insights to clients, building and deploying ML model
- Built a credit scoring model for quick loans that assisted in processing quick loan request and also in decision making
- Aided in scraping the required data from bank statements and GST bills using OCR to create the features for model building
- Proactively collected stakeholder feedback to iteratively refine models, enhancing models performance and usability
- Identified trends & anomalies through exploratory data analysis, facilitating rapid issue resolution & aided process enhancements
- Performed univariate and multivariate analysis to illustrate the effects of independent variables on the target variable for client insights
- Understanding business needs, collecting the data, preprocessing the data, performing exploratory data analysis, providing meaningful insights to clients, building and deploying ML model
Education
Master of Engineering - Digital Systems
Osmania University
Hyderabad, India 04.2014 - 01.2018
Bachelors of Engineering - Electronics And Communications Engineering
Osmania University
Hyderabad, India 01.2018 - 01.2020
Skills
- Machine Learning
- Deep Learning
- Natural Language Processing ( RNN, LSTM, CNN)
- Python
- SQL
- Power Bi
- Statistical Analysis
- Data Visualization and Analytics
Certification
Career Essentials in Data Analysis by Microsoft and LinkedIn
Interests
Reading about AI ethics and emerging technologies
Baking and experimenting with recipes
Timeline
Career Essentials in Data Analysis by Microsoft and LinkedIn
10-2024
Career Preparation
Professional Development
08.2024 - Current
Career Break
02.2024 - 07.2024
Data Analyst - Model Development
Synchrony, Https://www.synchrony.com
02.2023 - 01.2024
IBM - Machine Learning with Python
11-2022
IBM - Data Science Methodologies
11-2022
IBM - Data Science Tools
11-2022
IBM - Python for Data Science
11-2022
IBM - Data Science and AI Certificate
11-2022
Data Analyst
Skillslash Pvt. Ltd, Https://skillslash.com
03.2021 - 01.2023
Bachelors of Engineering - Electronics And Communications Engineering
Osmania University
01.2018 - 01.2020
Master of Engineering - Digital Systems
Osmania University
04.2014 - 01.2018
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